avp

Standardize supervisor-agent events, commissions, and descriptors via CloudEvents and OTLP.

7|2|Updated Apr 2, 2026

Search Tags:#skills #agent #mcp #trajectory #commission #resolver #avp

Ready to run

npx skills add https://github.com/portofcontext/agent-voyager-project --skill avp

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: avp
Source: https://github.com/portofcontext/agent-voyager-project/tree/main
Command: npx skills add https://github.com/portofcontext/agent-voyager-project --skill avp

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

AVP provides a standard wire format and run contract surface to coordinate supervisor-agent interactions in autonomous agent workflows, enabling observability, conformance, and tooling.

Core Features & Use Cases

Standardized event streams (CloudEvents) and a resolver protocol for asset references.
Inline asset management (mcp_servers, skills, subagents) and no mid-run push guarantees.
Useful for building evaluators, conformance harnesses, and supervisor tooling.

Quick Start

Install and run AVP with the CLI to scaffold commissions, run evaluations, and compare agent trajectories.

Frequently Asked Questions about avp

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I standardize agent execution events for autonomous workflows?▼

Standardizing agent execution involves adopting a unified wire format that envelopes CloudEvents and OTLP trace identifiers. This provides a standard run contract surface for supervisor-agent interactions, enabling conformance and observability across autonomous workflows.

What is the best way to coordinate supervisor commissions and agent trajectories?▼

Coordinating supervisor commissions and agent trajectories is best achieved using a standardized resolver protocol and inline asset management. This dispatches MCP tools and loads SKILL.md content without requiring mid-run push guarantees.

How does the JSON-RPC resolver protocol work with CloudEvents envelopes?▼

The JSON-RPC resolver protocol works within CloudEvents envelopes to standardize asset references and agent self-descriptions. This combination supports conformance harnesses by providing structured, observable event streams for autonomous agent runs.

Can I use inline asset management for MCP servers without mid-run push guarantees?▼

Yes, you can manage MCP servers, skills, and subagents inline without mid-run push guarantees. The architecture supports inline asset management by defining a run contract surface that standardizes agent descriptor data upfront.

How do I build a conformance harness for autonomous agent workflows?▼

To build a conformance harness, you scaffold commissions and compare agent trajectories against a standardized wire format. Using a CLI to run evaluations ensures agent execution events conform to defined CloudEvents and OTLP trace standards.